On television, he had guest roles on The Sopranos, The Good Wife, and The Practice, and had a regular role on the spy drama Rubicon. He also appeared in movies including The Stepford Wives, The Interpreter, The Good Shepherd, and Vicky Cristina Barcelona (as the narrator of the film).

Welch is survived by his wife, Emma; their daughter, June; and his parents and two siblings.